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December 8, 2019 01:19
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How to use python logger with tqdm
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# Copyright 2019 tiptapcode Authors. All Rights Reserved. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
import io | |
import os | |
import sys | |
import logging | |
import validators | |
from urllib import request | |
from tqdm import tqdm | |
class ProgressBar(tqdm): | |
def update_progress(self, block_num=1, block_size=1, total_size=None): | |
if total_size is not None: | |
self.total = total_size | |
self.update(block_num * block_size - self.n) # will also set self.n = b * bsize | |
class DownloadFileHandler(object): | |
@staticmethod | |
def download_file_by_url(url, download_dir=None): | |
if not validators.url(url): | |
raise ValueError('Invalid url := {}'.format(url)) | |
if download_dir is not None and not os.path.isdir(download_dir): | |
raise FileNotFoundError('Directory specified := {} does not exist'.format(download_dir)) | |
else: | |
download_dir = os.path.abspath(os.path.dirname(__file__)) | |
filename = os.path.basename(url) | |
download_destination = os.path.join(download_dir, filename) | |
#The magic happens here in order to log to python logger we need to create | |
# A custom logger that channels the output stream to the log stream | |
with ProgressBar( | |
file=TqdmSystemLogger(logger, suppress_new_line=False), | |
unit='B', | |
unit_scale=True, | |
miniters=1, | |
desc=filename | |
) as progressBar: | |
# request.urlretrieve has an internal callback function that get invoked reporthook | |
# The reporthook argument should be | |
# a callable that accepts a block number, a read size, and the | |
# total file size of the URL target. The data argument should be | |
# valid URL encoded data. | |
# tqdm uses this data to derive a progress bar as we know the total file size we can estimate ETA | |
request.urlretrieve(url, filename=download_destination, reporthook=progressBar.update_progress, data=None) | |
return download_destination | |
class SystemLogger(object): | |
def __init__(self): | |
pass | |
@staticmethod | |
def get_logger(name, level=None): | |
root_logger = logging.getLogger(name) | |
root_logger.setLevel(level if level else logging.INFO) | |
# An attempt to replace logger output as to print on same line may not work on some terminals | |
# only applicable to logging to sys.stdout | |
# formatter = logging.Formatter('\x1b[80D\x1b[1A\x1b[K%(message)s') | |
formatter = logging.Formatter(fmt='%(levelname)s:%(name)s: %(message)s (%(asctime)s; %(filename)s:%(lineno)d)', datefmt="%d-%m-%YT%H:%M:%S%z") | |
handler_stdout = logging.StreamHandler(sys.stdout) | |
handler_stdout.setFormatter(formatter) | |
handler_stdout.setLevel(logging.WARNING) | |
handler_stdout.addFilter(type('', (logging.Filter,), {'filter': staticmethod(lambda r: r.levelno <= logging.INFO)})) | |
handler_stdout.flush = sys.stdout.flush | |
root_logger.addHandler(handler_stdout) | |
handler_stderr = logging.StreamHandler(sys.stderr) | |
handler_stderr.setFormatter(formatter) | |
handler_stderr.setLevel(logging.WARNING) | |
handler_stderr.flush = sys.stderr.flush | |
root_logger.addHandler(handler_stderr) | |
return root_logger | |
class TqdmSystemLogger(io.StringIO): | |
def __init__(self, logger, suppress_new_line=True): | |
super(TqdmSystemLogger, self).__init__() | |
self.logger = logger | |
self.buf = '' | |
# only tested and works inside pycharm terminal logging to sys.stdout | |
# by replacing default terminator newline we force logger to override the output on screen | |
# thus giving us a progress depiction in a single line instead of multiple lines | |
if suppress_new_line: | |
for handler in self.logger.handlers: | |
if isinstance(handler, logging.StreamHandler): | |
handler.terminator = "" | |
def write(self, buf): | |
self.buf = buf.strip('\r\n\t ') | |
def flush(self): | |
self.logger.log(self.logger.level, '\r' + self.buf) | |
try: | |
logger = SystemLogger.get_logger('DownloadFileHandler', level=logging.WARNING) | |
# Download a file to this scripts relative directory and log output to python logger sysout | |
DownloadFileHandler.download_file_by_url('https://nodejs.org/dist/v12.13.1/node-v12.13.1-darwin-x64.tar.gz') | |
except Exception as e: | |
print(str(e)) | |
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